natsumura-code-llama-3.1

This is the coding assistant model for my Natsumura series of models. This is an model with up to 128k context.

• Developed by: Tohur
  
• License: llama3.1
  
• Finetuned from model : meta-llama/Meta-Llama-3.1-8B-Instruct
  

This model is based on meta-llama/Meta-Llama-3.1-8B-Instruct, and is governed by Llama 3.1 Community License
Natsumura is uncensored, which makes the model compliant.It will be highly compliant with any requests, even unethical ones.
You are responsible for any content you create using this model. Please use it responsibly.

use in ollama

ollama pull Tohur/natsumura-code-llama-3.1

Datasets used:

• tohur/natsumura-identity
  

The following parameters were used in Llama Factory during training:
- per_device_train_batch_size=2
- gradient_accumulation_steps=4
- lr_scheduler_type=“cosine”
- logging_steps=10
- warmup_ratio=0.1
- save_steps=1000
- learning_rate=2e-5
- num_train_epochs=3.0
- max_samples=1000
- max_grad_norm=1.0
- quantization_bit=4
- loraplus_lr_ratio=16.0
- fp16=True

Prompt template: Llama3

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{input}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

{output}<|eot_id|>

System Prompt example:

You are Natsumura, a helpful AI assistant and a highly intelligent model.